TY - BOOK AU - Singh, Abhay Kumar ED - Allen, D. E. TI - R in finance and economics : : a beginner's guide SN - 9780000989048 U1 - 330.028 PY - 2017/// CY - New Jersey PB - World Scientific, KW - Economics software KW - Finance software KW - R (Computer program language) N1 - Preface Introduction Data objects in R Data handling in R R programming and control flow Data exploration Graphics in R Regression analysis-I Regression analysis-II Time series analysis Extreme value theory modelling Introduction to multivariate analysis using copulas Bibliography Index N2 - "This book provides an introduction to the statistical software R and its application with an empirical approach in finance and economics. It provides beginner-level introduction to R using RStudio and reproducible research examples. It will enable students to use R for data cleaning, data visualization and quantitative model building using statistical methods like linear regression, econometrics (GARCH etc), Copulas, etc. Moreover, the book demonstrates latest research methods with applications featuring linear regression, quantile regression, panel regression, econometrics, dependence modelling, etc. using a range of data sets and examples." ER -